September 1, 2020 Dataset Open Access

Constantinos Patsakis; Fran Casino

JSON-LD (schema.org) Export

{
  "description": "<p>This repository contains a&nbsp;dataset for the research of domain generation algorithms (DGAs) and machine learning. More precisely, it targets dictionary-based DGAs.</p>\n\n<p><em>Constantinos Patsakis, Fran Casino: &quot;Exploiting Statistical and Structural Features for the Detection of Domain Generation Algorithms&quot;,&nbsp;Journal of Information Security and Applications, 2021.</em></p>\n\n<p>Features ordered as in the shared dataset:</p>\n\n<ul>\n\t<li>Family: DGA that the domain belongs to</li>\n\t<li>SLD: SLD of the Domain</li>\n\t<li>L-LEN: The length of Domain</li>\n\t<li>L-DIG: The number of digits in Domain</li>\n\t<li>L-CON-MAX: The maximum number of consecutive consonants Domain</li>\n\t<li>R-CON-VOW: Number of consonants divided by L-LEN&nbsp;</li>\n\t<li>L-SYM: The number of special characters</li>\n\t<li>R-SYM-LEN: L-SYM divided by L-LEN</li>\n\t<li>R-Dom-3G: Ratio of benign grams in Dom-3G</li>\n\t<li>R-Dom-4G: Ratio of benign grams in Dom-4G</li>\n\t<li>R-Dom-5G: Ratio of benign grams in Dom-5G</li>\n\t<li>L-W2: Number of words with more than 2 characters in Domain</li>\n\t<li>L-W3: Number of words with more than 3 characters in Domain</li>\n\t<li>R-WS-LEN: Dom-WS divided by L-LEN</li>\n\t<li>R-WDS-LEN: Dom-WDS divided by L-LEN</li>\n\t<li>R-W2-LEN: Dom-W2 divided by L-LEN</li>\n\t<li>R-W3-LEN: Dom-W3 divided by L-LEN</li>\n\t<li>M2-Dom-Ws: 2-Chain Markov English grams applied to Dom-WS</li>\n\t<li>M2-Dom-WDS: 2-Chain Markov English grams applied Dom-WDS</li>\n\t<li>E-Dom-WS: Entropy of Dom-WS&nbsp;</li>\n\t<li>E-Dom-WDS: Entropy of Dom-WDS</li>\n\t<li>E-Dom-W2: Entropy of Dom-W2</li>\n\t<li>E-Dom-W3: Entropy of Dom-W3</li>\n</ul>", 
  "license": "https://creativecommons.org/licenses/by/4.0/legalcode", 
  "creator": [
    {
      "affiliation": "University of Piraeus", 
      "@id": "https://orcid.org/0000-0002-4460-9331", 
      "@type": "Person", 
      "name": "Constantinos Patsakis"
    }, 
    {
      "affiliation": "University of Piraeus", 
      "@id": "https://orcid.org/0000-0003-4296-2876", 
      "@type": "Person", 
      "name": "Fran Casino"
    }
  ], 
  "url": "https://zenodo.org/record/4010620", 
  "datePublished": "2020-09-01", 
  "version": "1.0", 
  "keywords": [
    "DGAs"
  ], 
  "@context": "https://schema.org/", 
  "distribution": [
    {
      "contentUrl": "https://zenodo.org/api/files/08c510cc-418b-4dc7-9bf0-6475a01478a4/dictionary_DGAs_dataset.zip", 
      "encodingFormat": "zip", 
      "@type": "DataDownload"
    }
  ], 
  "identifier": "https://doi.org/10.5281/zenodo.4010620", 
  "@id": "https://doi.org/10.5281/zenodo.4010620", 
  "@type": "Dataset", 
  "name": "Exploiting Statistical and Structural Features for the Detection of Domain Generation Algorithms"
}